A survey on machine learning techniques for massive MIMO configurations: Application areas, performance limitations and future challenges
PK Gkonis - IEEE Access, 2022 - ieeexplore.ieee.org
The deployment of fifth-generation (5G) broadband wireless cellular networks has enabled
the support of highly demanding applications, paving the way towards global broadband …
the support of highly demanding applications, paving the way towards global broadband …
Towards intelligent user clustering techniques for non-orthogonal multiple access: a survey
SM Hamedoon, JN Chattha, M Bilal - EURASIP Journal on Wireless …, 2024 - Springer
With the increasing user density of wireless networks, various user partitioning techniques or
algorithms segregate users into smaller, more manageable clusters. The benefit of user …
algorithms segregate users into smaller, more manageable clusters. The benefit of user …
Resource allocation in downlink VLC-NOMA systems for factory automation scenario
Industry 4.0 requires high-speed data exchange that includes fast, reliable, low-latency, and
cost-effective data transmissions. As visible light communication (VLC) can provide reliable …
cost-effective data transmissions. As visible light communication (VLC) can provide reliable …
Uplink Capacity Enhancement for Workload-weighted FD-SWIPT-NOMA Networks Based on Deep Learning
Z Feng, C Du, H Liu, J An… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The next generation mobile communication system has put forward higher requirements for
uplink capacity. A system integrating full-duplex (FD), non-orthogonal multiple access …
uplink capacity. A system integrating full-duplex (FD), non-orthogonal multiple access …
A novel user clustering and efficient resource allocation in non-orthogonal mutliple access for IoT networks
SM Hamedoon, JN Chattha, M Bilal - PloS one, 2024 - journals.plos.org
Optimal resource allocation is crucial for 5G and beyond networks, especially when
connecting numerous IoT devices. In this paper, user clustering and power allocation …
connecting numerous IoT devices. In this paper, user clustering and power allocation …
A novel full-duplex relay selection and resource management in cooperative SWIPT NOMA networks
MB Shirazi, MR Zahabi - Journal of Electrical and Computer …, 2023 - jecei.sru.ac.ir
Background and Objectives: Non-orthogonal multiple access (NOMA) is a promising
solution to meet a high data rate demand in the new generation of cellular networks …
solution to meet a high data rate demand in the new generation of cellular networks …
[HTML][HTML] Adoption of ChatGPT by university students for academic purposes: Partial least square, artificial neural network, deep neural network and classification …
Given the limited extent of study conducted on the application of ChatGPT in the realm of
education, this domain still needs to be explored. Consequently, the primary objective of this …
education, this domain still needs to be explored. Consequently, the primary objective of this …
Utilizing Non-Orthogonal Multiple Access for Both Latency and Energy Efficiency Improvement in TSCH-Based WSNs
Non-Orthogonal Multiple Access (NOMA) is one of the promising technologies for wireless
communication networks. Although NOMA was originally proposed in cellular networks, due …
communication networks. Although NOMA was originally proposed in cellular networks, due …
NOMA Resource Allocation Method Based on Prioritized Dueling DQN-DDPG Network
Y Liu, Y Li, L Li, M He - Symmetry, 2023 - mdpi.com
To address the need for massive connections in Internet-of-Vehicle communications, local
wireless networks utilize non-orthogonal multiple access (NOMA). Scholars have introduced …
wireless networks utilize non-orthogonal multiple access (NOMA). Scholars have introduced …
Deep learning technique for power domain non-orthogonal multiple access using optimised LSTM in cooperative networks
K Gopalun, DJ Samuvel - Tehnički vjesnik, 2023 - hrcak.srce.hr
Sažetak Non-orthogonal Multiple Access (NOMA) is the technique proposed for multiple
accesses in the fifth-generation (5G) cellular network. In NOMA, different users are allocated …
accesses in the fifth-generation (5G) cellular network. In NOMA, different users are allocated …